<基礎網站編寫>
Javascript
https://www.youtube.com/watch?v=1pYtVwIAvhY
https://www.youtube.com/watch?v=yZwlW5INhgk
https://www.youtube.com/watch?v=jnoQVHs2nt0&list=PL91gvBcdjUtbNTq-wxaMDLmx6-REWwKGc
https://www.youtube.com/watch?v=fBuNrCv3Irs
https://www.youtube.com/watch?v=SRbewm2AUew&list=PL-g0fdC5RMbpqZ0bmvJTgVTS4tS3txRVp
https://www.youtube.com/watch?v=xggMlS9fCvQ
https://www.youtube.com/watch?v=1N7Ia2e5RBE&list=PLmOn9nNkQxJFubqN777c_nScnJ4dpEYMT
https://www.youtube.com/watch?v=d-GujwTdcvw&list=PLhW1K7xGelxefHXPDTfmXtJdyjhwGiXzK
https://www.youtube.com/watch?v=jnoQVHs2nt0
https://www.youtube.com/watch?v=SkCjfP-fGTQ
HTML
https://www.youtube.com/watch?v=CLUPkcLQm64
https://www.youtube.com/watch?v=0MQjlJTVi88
https://www.youtube.com/watch?v=GaVUjCp3PEU&list=PL91gvBcdjUtY2mFPaXVcqR6ziCRcJwYTg
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=uFXweZepi1o&list=PLqivELodHt3iF_Spzdz_6LsOSPOyfDx-R
https://www.youtube.com/watch?v=SRbewm2AUew
https://www.youtube.com/watch?v=-SsZRrFdVlc
CSS
https://www.youtube.com/watch?v=Ml78vnNTBLw
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=GaVUjCp3PEU&list=PL91gvBcdjUtY2mFPaXVcqR6ziCRcJwYTg
https://www.youtube.com/watch?v=CLUPkcLQm64
https://www.youtube.com/watch?v=lI81W0A-GUc
https://www.youtube.com/watch?v=h7wJ2YZarFc
https://www.youtube.com/watch?v=Jr7lwHnTK68
https://www.youtube.com/watch?v=6weNTVC1oik
https://www.youtube.com/watch?v=-yqlP0HWP94
Bootstrap
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=hKR3Wu6ARSg
https://www.youtube.com/watch?v=w8ZxncrbwrQ&list=PLmOn9nNkQxJFCeKeTP8MoTrGkmYMPkBD6
https://www.youtube.com/watch?v=cxCD6Ntjl94
https://www.youtube.com/watch?v=YX6KZIcUeY8&list=PLqivELodHt3jq3oWBZfdhMu0GE7774HBW
https://www.youtube.com/watch?v=B9EGGQr-r80
https://www.youtube.com/watch?v=_NapocY7HZ4&list=PLm5zUGXRNQGIzVX5Hgl2tOL2awAqWMHv5
https://www.youtube.com/watch?v=P9JOT_D3aX8
https://www.youtube.com/watch?v=dUmhtQQgEvM&list=PLliocbKHJNwvo8hwBYla73nwwZCwkKGms
https://www.youtube.com/watch?v=dcybU697IM8
https://www.youtube.com/watch?v=B9EGGQr-r80&list=PLYrA-SsMvTPOX9oF6ld9RGwWlo7PceI_P
Data
Structures & Algorithms
https://www.youtube.com/watch?v=8hly31xKli0
https://www.youtube.com/watch?v=RBSGKlAvoiM
https://www.youtube.com/watch?v=pkYVOmU3MgA
https://www.youtube.com/watch?v=bum_19loj9A
https://www.youtube.com/watch?v=BBpAmxU_NQo
https://www.youtube.com/watch?v=LcKqYoX8uH4
P5.js
https://www.youtube.com/watch?v=P8LjXqlJKuw
https://www.youtube.com/watch?v=SKKyWYZpNB8
https://www.youtube.com/watch?v=8j0UDiN7my4&list=PLglp04UYZK_PrN6xWo_nJ-8kzyXDyFUwi
https://www.youtube.com/watch?v=HerCR8bw_GE&list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
https://www.youtube.com/watch?v=uEffNzLcn60&list=PLznBLb1-pQM_piONXfwND-0h3h493vO1k
https://www.youtube.com/watch?v=8j0UDiN7my4
<網站伺服器開發>
Node
https://www.youtube.com/watch?v=PQoK7r4MJoQ
https://www.youtube.com/watch?v=zHB1dn8FU44
https://www.youtube.com/watch?v=FaMsM3UXhq8
https://www.youtube.com/watch?v=ABz5f1aVeO4&list=PL9nxfq1tlKKlhV1UzUmElRkxmjkoO3mtH
https://www.youtube.com/watch?v=Vp_iIft0XNI&list=PLliocbKHJNwvbitOJ73M04PUoJae79kEg
https://www.youtube.com/watch?v=vQ4KV07bVk0
https://www.youtube.com/watch?v=4w-9UYziwt4
https://www.youtube.com/watch?v=SYQU0TSMjYw
https://www.youtube.com/watch?v=8S9byozyJoU
https://www.youtube.com/watch?v=gOPS_1jgaR4
https://www.youtube.com/watch?v=aJZyPf8NRuI
Typescript
https://www.youtube.com/watch?v=_wltEKw3BI0&list=PLliocbKHJNwtCfLQu5U3LF_AS-wuP6M7w
https://www.youtube.com/watch?v=ExTfiyLmJPg&list=PLmOn9nNkQxJGwOhSsQ5H9JTPmiXGmy8Zw
https://www.youtube.com/watch?v=sd2NGND4Zek&list=PL_dAxk7-NoFtzwv7ucse5wXRG44lillNa
https://www.youtube.com/watch?v=KPT0ui4ejSQ
https://www.youtube.com/watch?v=esR03ojljQM
https://www.youtube.com/watch?v=-JOUt-Btalo&list=PLwDQt7s1o9J74QaQP6yx-l5Igxdm5BBZd
https://www.youtube.com/watch?v=LA6Hmt4eGgI&list=PLj-ikc-_fIxY-aJJd2V27zi11aPvklRS0
https://www.youtube.com/watch?v=seNBnxXHj9E
https://www.youtube.com/watch?v=82MBRsnTfMA
https://www.youtube.com/watch?v=SCLKlc6G0_k
https://www.youtube.com/watch?v=1tE4kcaxUOk
Express
https://www.youtube.com/watch?v=vQ4KV07bVk0
https://www.youtube.com/watch?v=CeuyShyd2hg
https://www.youtube.com/watch?v=GVd8rXcuDEg
https://www.youtube.com/watch?v=up4wtoxMzfY&list=PL9nxfq1tlKKlcx425yrc-17LiY0lcQBeC
https://www.youtube.com/watch?v=cXEfbg5feQ4
https://www.youtube.com/watch?v=8mzCGa3EYBA
https://www.youtube.com/watch?v=8mzCGa3EYBA
https://www.youtube.com/watch?v=g-zmdzjQvBs
PostgreSQL
https://www.youtube.com/watch?v=9kDgsZ4BGEU
https://www.youtube.com/watch?v=sOZOX-oZsys&list=PLliocbKHJNws0zsx5Akn1DVoPznFYYGA9
https://www.youtube.com/watch?v=_CzU3SCB7xU
https://www.youtube.com/watch?v=qw--VYLpxG4
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=sOZOX-oZsys
https://www.youtube.com/watch?v=F01-FygtTxk
https://www.youtube.com/watch?v=kcUgrrnWsRg
https://www.youtube.com/watch?v=PrWqwzQ4Sr8
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=evjhpWOwvTw
<後端及人工智能開發>
Jest
https://www.youtube.com/watch?v=WYqXyQz2TdA
https://www.youtube.com/watch?v=-bmdf1oATQo
https://www.youtube.com/watch?v=FgnxcUQ5vho
https://www.youtube.com/watch?v=pafs7OWdmIk
https://www.youtube.com/watch?v=ML5egqL3YFE
Knex
https://www.youtube.com/watch?v=4nP6zFEvF_c
https://www.youtube.com/watch?v=VeOekIRFFsQ
https://www.youtube.com/watch?v=ipAH7lMfq7k
DevOps
https://www.youtube.com/watch?v=KNzCUzLRfDY
https://www.youtube.com/watch?v=hqzyFeKV6_0
https://www.youtube.com/watch?v=HOu3x60ybnQ
https://www.youtube.com/watch?v=rFvp3DSw1CI
https://www.youtube.com/watch?v=O9NypvOXqCk
https://www.youtube.com/watch?v=O9NypvOXqCk
https://www.youtube.com/watch?v=IeQ_rKkGN0I
Python
https://www.youtube.com/watch?v=s9toTBXQSPE
https://www.youtube.com/watch?v=EL23HxV1hDc
https://www.youtube.com/watch?v=wqRlKVRUV_k&list=PL-g0fdC5RMboYEyt6QS2iLb_1m7QcgfHk
https://www.youtube.com/watch?v=zdMUJJKFdsU
https://www.youtube.com/watch?v=_aVJH4JBWbE
https://www.youtube.com/watch?v=61eX0bFAsYs
https://www.youtube.com/watch?v=x9l6ThV4nvs
https://www.youtube.com/watch?v=_GsP434kmAM&list=PLVyDH2ns1F75k1hvD2apA0DwI3XMiSDqp
https://www.youtube.com/watch?v=YsC5jc6OKFc
https://www.youtube.com/watch?v=ZhchcGLttko
https://www.youtube.com/watch?v=8xFdQ-0t12s
https://www.youtube.com/watch?v=gVqiX3pT0Ew
https://www.youtube.com/watch?v=mYX9AaJF2lw
https://www.youtube.com/watch?v=iL0B-rLvbuA
https://www.youtube.com/watch?v=OXNC_sefxi4
https://www.youtube.com/watch?v=IBYHFqJ1E7s
https://www.youtube.com/watch?v=3fB6OyPW5LU&list=PLh7DRwYmUgh7swOvZUZ52LMeGDmjFH0nv
https://www.youtube.com/watch?v=lAaCeiqE6CE&list=PLXO45tsB95cKI5AIlf5TxxFPzb-0zeVZ8
https://www.youtube.com/watch?v=lxQGio9UC4o
https://www.youtube.com/watch?v=LRN6XpEwKXg&list=PLliocbKHJNwtWpNNdu65t2ERNbYRsDly0
<前端程式開發>
React
https://www.youtube.com/watch?v=zqV7NIFGDrQ
https://www.youtube.com/watch?v=AZfi-LhY9vs
https://www.youtube.com/watch?v=ZXg4W7qm-uw&list=PL9nxfq1tlKKnza3MPogWqaYIPtdW_G2lF
https://www.youtube.com/watch?v=Uz_EhDwUnRg&list=PLmOn9nNkQxJFJXLvkNsGsoCUxJLqyLGxu
https://www.youtube.com/watch?v=9ZN54EQ52b0
https://www.youtube.com/watch?v=Enw2PhRe3Bg
https://www.youtube.com/watch?v=PAlMXGnzbyg
Redux
https://www.youtube.com/watch?v=pdmfvkbtp60
https://www.youtube.com/watch?v=W2WdLeOEyEw
https://www.youtube.com/watch?v=FM3E45C3cAY
https://www.youtube.com/watch?v=ZXg4W7qm-uw&list=PL9nxfq1tlKKnza3MPogWqaYIPtdW_G2lF
https://www.youtube.com/watch?v=KOPqkNpgQkA&list=PLA0YHwTjkRzv_sMpZSrMmzxqR7BfDkxIZ
https://www.youtube.com/watch?v=zOfEMVlBEgA
https://www.youtube.com/watch?v=GP1XyGCEER0
https://www.youtube.com/watch?v=zqV7NIFGDrQ
https://www.youtube.com/watch?v=XousjB_vSCI
Docker
https://www.youtube.com/watch?v=pa1Zao1Hy2c
https://www.youtube.com/watch?v=FIeQU3yJrII
https://www.youtube.com/watch?v=pa1Zao1Hy2c&list=PLVVMQF8vWNCJnlO0Y34AE_1AgCapldp38
https://www.youtube.com/watch?v=37b3cWIIxUg&list=PLmOn9nNkQxJFX0YVLDw5EMUL-4cVzXL33
https://www.youtube.com/watch?v=bumV64OfLCs&list=PLliocbKHJNwubNT2oK-xlB1GXTXuLFb0I
https://www.youtube.com/watch?v=0fFO2ez1dWA
https://www.youtube.com/watch?v=YTJS8LmjFrA
https://www.youtube.com/watch?v=YTJS8LmjFrA
https://www.youtube.com/watch?v=sxuynZ3wIa8
https://www.youtube.com/watch?v=Qw-6k95IBHU
https://www.youtube.com/watch?v=PatXuXg6zY8
https://www.youtube.com/watch?v=QdTmWAaB38A
React
測試與部署
https://www.youtube.com/watch?v=oiV7jz_56cA
https://www.youtube.com/watch?v=QoR8xBcxuQs
https://www.youtube.com/watch?v=9Wfk-EQnpTs
https://www.youtube.com/watch?v=WYqXyQz2TdA
https://www.youtube.com/watch?v=GP1XyGCEER0
https://www.youtube.com/watch?v=EjkhWET2G-w
https://www.youtube.com/watch?v=grXL6x-9wQE
https://www.youtube.com/watch?v=PfcQNXm2l20
https://www.youtube.com/watch?v=dutjdFE2xr8
<數據工程開發>
Apache
Spark
https://www.youtube.com/watch?v=yRa_tco2c1o&list=PLmOn9nNkQxJF-qlCCDx9WsdAe6x5hhH77
https://www.youtube.com/watch?v=adFOmDZgN7k
https://www.youtube.com/watch?v=8Qyclo9rVNc
https://www.youtube.com/watch?v=_MNcthpWdGo
https://www.youtube.com/watch?v=pm0X0crs058
https://www.youtube.com/watch?v=EZuruh9exqM
https://www.youtube.com/watch?v=0GF_pxV-3ig
https://www.youtube.com/watch?v=Ej0QVtxR74Y
https://www.youtube.com/watch?v=DNqk1MoLXLQ
https://www.youtube.com/watch?v=4T7msQ9RpxY
https://www.youtube.com/watch?v=bMsanuVCfX0
Mongo
DB
https://www.youtube.com/watch?v=Q9r8guQo58k&list=PLmOn9nNkQxJGX-finJqCSVVZx3gwn4Rga
https://www.youtube.com/watch?v=kmOzFqxcjEA&list=PLliocbKHJNwvYvA3paPKUg86qLKrwuNsd
https://www.youtube.com/watch?v=kmOzFqxcjEA
https://www.youtube.com/watch?v=vucS6fECX7w
https://www.youtube.com/watch?v=lYc2kuYdAJU
https://www.youtube.com/watch?v=o4flC4e9Qmc
https://www.youtube.com/watch?v=W2XpT1dnfBE
https://www.youtube.com/watch?v=up4wtoxMzfY&list=PL9nxfq1tlKKlcx425yrc-17LiY0lcQBeC
https://www.youtube.com/watch?v=Q9r8guQo58k
https://www.youtube.com/watch?v=WChM5LFSGIs
OpenCV
https://www.youtube.com/watch?v=_-PGVze-TYI
https://www.youtube.com/watch?v=wWG8qjKUmbk
https://www.youtube.com/watch?v=rRkqSDzccRM&list=PLNhCjSmDNXJvq1qm3aBteI1Rnf4-dgCMh
https://www.youtube.com/watch?v=tkHyy3S6YC4
https://www.youtube.com/watch?v=G32ebSGHMUE
https://www.youtube.com/watch?v=oXlwWbU8l2o
https://www.youtube.com/watch?v=7-I9DyO5Noo
https://www.youtube.com/watch?v=uvaTSIC_MFQ
https://www.youtube.com/watch?v=kdLM6AOd2vc&list=PLS1QulWo1RIa7D1O6skqDQ-JZ1GGHKK-K
https://www.youtube.com/watch?v=HHVPK1GqV54
https://www.youtube.com/watch?v=w6kmx5MhVM0
https://www.youtube.com/watch?v=Nfdcb2AmnNg
NLTK
https://www.youtube.com/watch?v=hDAMUm1YmRM
https://www.youtube.com/watch?v=E3XL0dm9X00
https://www.youtube.com/watch?v=pYqjqGt5WOw
https://www.youtube.com/watch?v=5NnWBWrFgc0
https://www.youtube.com/watch?v=WYge0KZBhe0
https://www.youtube.com/watch?v=nD_IWQmfIm8
https://www.youtube.com/watch?v=DoGAVOluPvQ
https://www.youtube.com/watch?v=X2vAabgKiuM
以AWS部署
https://www.youtube.com/watch?v=roIzxMx-XHc
https://www.youtube.com/watch?v=A_suDT1zefA
https://www.youtube.com/watch?v=kOHiDHb38MU
https://www.youtube.com/watch?v=vdnfmN8_YoY
https://www.youtube.com/watch?v=9klY1bB-hL4
https://www.youtube.com/watch?v=6QGuf0O1j4E
https://www.youtube.com/watch?v=3SUBQI-hrR0
https://www.youtube.com/watch?v=fdnd7hm78c8
https://www.youtube.com/watch?v=-JL4fT_-ol0
https://www.youtube.com/watch?v=NBi66VNHW18
https://www.youtube.com/watch?v=G6Gxs9iUNeQ
MySQL
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=WN5vfUwuz5s&list=PL91gvBcdjUtYc96k-S6j00mVIR75o5oHr
https://www.youtube.com/watch?v=wBhv0SWWfNQ&list=PL2SrkGHjnWcy0n1bNe5sAPB3snlGmdpkV
https://www.youtube.com/watch?v=tWIdSJzA93A&list=PLmOn9nNkQxJHvSwmwwnH3oInxIr7HIZ8U
https://www.youtube.com/watch?v=tWIdSJzA93A&list=PLmOn9nNkQxJHvSwmwwnH3oInxIr7HIZ8U
https://www.youtube.com/watch?v=rw9i_XBfL2o
https://www.youtube.com/watch?v=6U03noiAb2g
https://www.youtube.com/watch?v=0o0FdKp-CZ4
PostgreSQL
https://www.youtube.com/watch?v=9kDgsZ4BGEU
https://www.youtube.com/watch?v=sOZOX-oZsys&list=PLliocbKHJNws0zsx5Akn1DVoPznFYYGA9
https://www.youtube.com/watch?v=_CzU3SCB7xU
https://www.youtube.com/watch?v=qw--VYLpxG4
https://www.youtube.com/watch?v=sOZOX-oZsys
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=F01-FygtTxk
https://www.youtube.com/watch?v=kcUgrrnWsRg
https://www.youtube.com/watch?v=OTh5R2LrwJE
https://www.youtube.com/watch?v=evjhpWOwvTw
https://www.youtube.com/watch?v=evjhpWOwvTw
https://www.youtube.com/watch?v=PrWqwzQ4Sr8
https://www.youtube.com/watch?v=8k-eNwzwq4E
https://www.youtube.com/watch?v=Ppod0sNKxSY
MariaD
https://www.youtube.com/watch?v=nGnb-llenqc
https://www.youtube.com/watch?v=_AMj02sANpI
https://www.youtube.com/watch?v=rw9i_XBfL2o
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=SIKYgvWhNkk
https://www.youtube.com/watch?v=P5c1EXLtbo4
https://www.youtube.com/watch?v=iItRMZIXPz0
https://www.youtube.com/watch?v=qxPnGlIxYC8
https://www.youtube.com/watch?v=6G4It1gr5G0
https://www.youtube.com/watch?v=B0xEO1f0T8E
Oracle
BYOL
https://www.youtube.com/watch?v=jc2RM0InP2A
https://www.youtube.com/watch?v=wmy0ef_oAcQ
SQL
Server
https://www.youtube.com/watch?v=nvetGjSXeu8
https://www.youtube.com/watch?v=uMY2rgoPHag
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=GVd8rXcuDEg
https://www.youtube.com/watch?v=p0M4COvrnAY
https://www.youtube.com/watch?v=LbXfguRLu4k
https://www.youtube.com/watch?v=LbXfguRLu4k&list=PLBzTBNg-SM3srjEzEEdUytxAktqC77kzO
https://www.youtube.com/watch?v=kCfELJHNedc
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=JF-bp4YCCrU
https://www.youtube.com/watch?v=rw9i_XBfL2o
Linux
https://www.youtube.com/watch?v=owSgMFwZzV0
https://www.youtube.com/watch?v=wCQv7rfv69Q
https://www.youtube.com/watch?v=uYJytqeNi3E
https://www.youtube.com/watch?v=tB3uJC5FBXk&list=PLwDQt7s1o9J5s86Dz00yKpXkrz5U4HjW0
https://www.youtube.com/watch?v=nyF_QBS5cQA&list=PLwDQt7s1o9J4FMviSY4p5rhC43kBPvJvO
https://www.youtube.com/watch?v=C-1ebRFBiAI
https://www.youtube.com/watch?v=c8STJnGZPLQ&list=PLXO45tsB95cIiLTNZu-v3Y-xotBAjtH2x
https://www.youtube.com/watch?v=1J8QfSZHV9Q&list=PL9nxfq1tlKKlImsI9_iDguCUOhLFGamKI
https://www.youtube.com/watch?v=LLWfEbTynaY
RHEL
https://www.youtube.com/user/FatLinuxGuy
https://www.youtube.com/watch?v=wSjiQhN84QU
https://www.youtube.com/watch?v=HTBFO4gCHC0
https://www.youtube.com/watch?v=nrkq2WUacz4
https://www.youtube.com/watch?v=wCQv7rfv69Q
https://www.youtube.com/watch?v=owSgMFwZzV0
https://www.youtube.com/watch?v=6w7rwIHWciU
https://www.youtube.com/watch?v=7Yu1c2-cYGg
ML
https://www.youtube.com/watch?v=CXgbekl66jc&list=PLJV_el3uVTsPy9oCRY30oBPNLCo89yu49
https://www.youtube.com/watch?v=utCBBGz1dNM
https://www.youtube.com/watch?v=3m8Bb01uNNE
https://www.youtube.com/watch?v=OXNC_sefxi4
https://www.youtube.com/watch?v=qLjw_EtqmCs
https://www.youtube.com/watch?v=ffZeXkAUZNQ
https://www.youtube.com/watch?v=7eh4d6sabA0
Data Ming libraries
https://www.youtube.com/watch?v=Ly1RM8D7GCU
https://www.youtube.com/watch?v=Ly1RM8D7GCU
https://www.youtube.com/watch?v=r-uOLxNrNk8
https://www.youtube.com/watch?v=7eh4d6sabA0
https://www.youtube.com/watch?v=R-sGvh6tI04
https://www.youtube.com/watch?v=QIUxPv5PJOY
https://www.youtube.com/watch?v=KAVTnG3XTso
sklearn
https://www.youtube.com/watch?v=YY7-VKXybjc&list=PLXO45tsB95cI7ZleLM5i3XXhhe9YmVrRO
https://www.youtube.com/watch?v=3m8Bb01uNNE
https://www.youtube.com/watch?v=7wWMP2elSvE
https://www.youtube.com/watch?v=FG3W1_8ogBE
https://www.youtube.com/watch?v=QyYZT8o-f3U
https://www.youtube.com/watch?v=cFbc79dbFpY
https://www.youtube.com/watch?v=pqNCD_5r0IU
https://www.youtube.com/watch?v=UGdG4WpluJ8
scipy
https://www.youtube.com/watch?v=5QZqzKCDCQ4
https://www.youtube.com/watch?v=oZJMHoJ3jmU
https://www.youtube.com/watch?v=zdMUJJKFdsU
https://www.youtube.com/watch?v=s9toTBXQSPE
https://www.youtube.com/watch?v=nJUMpIo5rmg&list=PL-g0fdC5RMboq4yOQmvwYXamPDL4uZYEL
https://www.youtube.com/watch?v=nJUMpIo5rmg
https://www.youtube.com/watch?v=MbZOkXpk1bE
https://www.youtube.com/watch?v=t7ygnafk760
https://www.youtube.com/watch?v=_aVJH4JBWbE
pandas
https://www.youtube.com/watch?v=5QZqzKCDCQ4
https://www.youtube.com/watch?v=w76oa7YzvkY
https://www.youtube.com/watch?v=ZYjhM7J9eFQ
https://www.youtube.com/watch?v=Krj-50BNo9E
https://www.youtube.com/watch?v=FSL3ifqVz7g
https://www.youtube.com/watch?v=jzj4oVeaRI8
https://www.youtube.com/watch?v=Jio8IT9uqSU
https://www.youtube.com/watch?v=175ZZC3Hr0Y
https://www.youtube.com/watch?v=mYX9AaJF2lw
Python
https://www.youtube.com/watch?v=s9toTBXQSPE
https://www.youtube.com/watch?v=EL23HxV1hDc
https://www.youtube.com/watch?v=zdMUJJKFdsU
https://www.youtube.com/watch?v=kM3p7zTwk44
https://www.youtube.com/watch?v=BKkcOFCxjAU
https://www.youtube.com/watch?v=mYX9AaJF2lw
https://www.youtube.com/watch?v=x9l6ThV4nvs
https://www.youtube.com/watch?v=_aVJH4JBWbE
https://www.youtube.com/watch?v=_GsP434kmAM&list=PLVyDH2ns1F75k1hvD2apA0DwI3XMiSDqp
MLOps
https://www.youtube.com/watch?v=SJpw4E_GmnE
https://www.youtube.com/watch?v=ffZeXkAUZNQ
https://www.youtube.com/watch?v=pmAnPdyKCDc
https://www.youtube.com/watch?v=pmAnPdyKCDc
https://www.youtube.com/watch?v=06-AZXmwHjo
https://www.youtube.com/watch?v=yNk9rUOYS2M
https://www.youtube.com/watch?v=9BgIDqAzfuA
https://www.youtube.com/watch?v=9BgIDqAzfuA
https://www.youtube.com/watch?v=bSXUJRnQPPo
https://www.youtube.com/watch?v=Ut8wGl2bnps
Java,
https://www.youtube.com/watch?v=uqt4xWVxRl0
https://www.youtube.com/watch?v=-O9bOlwd2nY
https://www.youtube.com/watch?v=evIGdOzKCYk&list=PLTb8yNz82VDW-Ka3DMZUvhf16zZCPFiGe
https://www.youtube.com/watch?v=F3y4Frv9MLU
https://www.youtube.com/watch?v=FkL17L_gokc
https://www.youtube.com/watch?v=vsYjOEL9Q6M&list=PLD3Xyx6ef38yAdTNXD7ntDlaarf8NEoZ4
https://www.youtube.com/watch?v=Vvhf44ZiV2o
https://www.youtube.com/watch?v=Pf-xYA-FOnw
https://www.youtube.com/watch?v=Mcf6cUn2mo8&list=PLmuZ8T57c_h0rRCzwT5hYQNRUYkAF1y9y
J2EE technology,
https://www.youtube.com/watch?v=DzYyzmP4m5c
https://www.youtube.com/watch?v=OuBUUkQfBYM
https://www.youtube.com/watch?v=2WM2AyDA2es
https://www.youtube.com/watch?v=XCWWAPy5spQ
https://www.youtube.com/watch?v=B6IpK7ViFto
https://www.youtube.com/watch?v=kxpGuw02TJU
https://www.youtube.com/watch?v=RqiuxA_OFOk
https://www.youtube.com/watch?v=USwV_TLZINQ
JavaScript,
https://www.youtube.com/watch?v=1pYtVwIAvhY
https://www.youtube.com/watch?v=yZwlW5INhgk
https://www.youtube.com/watch?v=bib3ueAjRQg
https://www.youtube.com/watch?v=fBuNrCv3Irs
https://www.youtube.com/watch?v=jnoQVHs2nt0&list=PL91gvBcdjUtbNTq-wxaMDLmx6-REWwKGc
https://www.youtube.com/watch?v=xggMlS9fCvQ
https://www.youtube.com/watch?v=jnoQVHs2nt0
https://www.youtube.com/watch?v=pg1-S1H6M54
JSP,
https://www.youtube.com/watch?v=HyhI0lZoBc8&list=PL4WuHlxUGZjIc3fO7lcHB-uG9DtBfEmGN
https://www.youtube.com/watch?v=ghnA7Z2qAAY
https://www.youtube.com/watch?v=84MnS8uL0YA
https://www.youtube.com/watch?v=yEM3earEV0Q
https://www.youtube.com/watch?v=dTm3WK0zosU
https://www.youtube.com/watch?v=dTm3WK0zosU&list=PLdMtXwZGPwzKpFLjaFG5o0AcaP6CcB3UT
https://www.youtube.com/watch?v=xJRm27aXvnM
https://www.youtube.com/watch?v=hVUqWb1H4qM
https://www.youtube.com/watch?v=Ul82P3RIxNk
Oracle
https://www.youtube.com/watch?v=bkpGYiQLVnA&list=PLwDQt7s1o9J4LORO0s4MayNBdWbsFHsJ7
https://www.youtube.com/watch?v=BSSMCvSdthM&list=PLmOn9nNkQxJGPPyhBicozfkuNWiSX1deD
https://www.youtube.com/watch?v=XPO9zYCCO4o
https://www.youtube.com/watch?v=bWmPfCZho-s&list=PLQG1U1kiKcWLmmMNGBucmLOW7QMNW1X-c
https://www.youtube.com/watch?v=IWg0plKMOMM
https://www.youtube.com/watch?v=QG9rjvWadqI&list=PLkqCBZfvVeFnCuOj34TYyEXDMC6Z8A9rH
https://www.youtube.com/watch?v=byeJantNp0U
https://www.youtube.com/watch?v=M1AcYxIrY_4
https://www.youtube.com/watch?v=i8hYKy6Cfao
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=tbyODAQyGWs
https://www.youtube.com/watch?v=WkbHFffOTpg
https://www.youtube.com/watch?v=u6SvCinarzM
https://www.youtube.com/watch?v=P_F54URXjtY
https://www.youtube.com/watch?v=0o0FdKp-CZ4
ReactJS
https://www.youtube.com/watch?v=zqV7NIFGDrQ
https://www.youtube.com/watch?v=AZfi-LhY9vs
https://www.youtube.com/watch?v=ZXg4W7qm-uw&list=PL9nxfq1tlKKnza3MPogWqaYIPtdW_G2lF
https://www.youtube.com/watch?v=cRjCPyylKi4&list=PL9nxfq1tlKKmTjPWKIriHWAs5FGRrmmgy
https://www.youtube.com/watch?v=pdmfvkbtp60
https://www.youtube.com/watch?v=PAlMXGnzbyg
https://www.youtube.com/watch?v=PrUlkgIK31g
https://www.youtube.com/watch?v=KmTc7xnNG5E
https://www.youtube.com/watch?v=4RaTupzTnbw
https://www.youtube.com/watch?v=eYzbrroNv_E
ExtReact
https://www.youtube.com/watch?v=dLIB-9Cya6c
https://www.youtube.com/watch?v=GRL42zh5Zg4
Material UI
https://www.youtube.com/watch?v=dLIB-9Cya6c
https://www.youtube.com/watch?v=vyJU9efvUtQ
https://www.youtube.com/watch?v=o84uMfOsso4
https://www.youtube.com/watch?v=Xoz31I1FuiY
https://www.youtube.com/watch?v=m-2_gb_3L7Q
https://www.youtube.com/watch?v=xlZD-lKvzWs
https://www.youtube.com/watch?v=0KEpWHtG10M
https://www.youtube.com/watch?v=WV6u_6ZNWkQ
https://www.youtube.com/watch?v=PF6z8Rs0bhY
https://www.youtube.com/watch?v=lKZiXQWnlUw
https://www.youtube.com/watch?v=nR2Z-6MiroM
https://www.youtube.com/watch?v=oSM6lc5vujc
Spring Boot framework
https://www.youtube.com/watch?v=vtPkZShrvXQ
https://www.youtube.com/watch?v=9SGDpanrc8U
https://www.youtube.com/watch?v=2WM2AyDA2es
https://www.youtube.com/watch?v=lDN1G05h7ac
https://www.youtube.com/watch?v=qn3nKHesibw
https://www.youtube.com/watch?v=UfOxcrxhC0s
https://www.youtube.com/watch?v=Ch163VfHtvA
https://www.youtube.com/watch?v=slTUtTSwRKU
ASP.NET framework
https://www.youtube.com/watch?v=9spaHik87-A
https://www.youtube.com/watch?v=E7Voso411Vs
https://www.youtube.com/watch?v=e_3A8H-TTl8
https://www.youtube.com/watch?v=G72-D-2as5k
https://www.youtube.com/watch?v=beBzBMyG_gw
https://www.youtube.com/watch?v=KRYw76-yYJk
https://www.youtube.com/watch?v=h5lrtdR9XF8
C#
https://www.youtube.com/watch?v=e_3A8H-TTl8
https://www.youtube.com/watch?v=-KFOqH73XFk&list=PLbXghSoQcLZtWqTA8q1NsByVpINoROHHe
https://www.youtube.com/watch?v=dfLrsEa2LVU&list=PLJgD_fXVXZKppT4stJ09s9nu3byvyMERE
https://www.youtube.com/watch?v=cCS94BTGjWc
https://www.youtube.com/watch?v=a_5bTLimrvY&list=PLPxoBj-xJZpwpc3y379sUu1t4YJpIJZL_
https://www.youtube.com/watch?v=0tWCxIPFHgc
https://www.youtube.com/watch?v=D8xKvuUG5b0
https://www.youtube.com/watch?v=lcKgiIuBM_w
https://www.youtube.com/watch?v=qnl7e6-BpF0
https://www.youtube.com/watch?v=GDnI1_JyfwA
MVC
https://www.youtube.com/watch?v=9spaHik87-A
https://www.youtube.com/watch?v=U81zfdYUfzk
https://www.youtube.com/watch?v=DUg2SWWK18I
https://www.youtube.com/watch?v=W3NxPJRgR_o
https://www.youtube.com/watch?v=BFkIFg1iFLo
https://www.youtube.com/watch?v=E7Voso411Vs
https://www.youtube.com/watch?v=2aJ-FdBtXjA
https://www.youtube.com/watch?v=hy4hHHFCX_8
https://www.youtube.com/watch?v=0hJxxqBxgGI
https://www.youtube.com/watch?v=dacWRTZdByk
MSSQL
https://www.youtube.com/watch?v=nvetGjSXeu8
https://www.youtube.com/watch?v=JF-bp4YCCrU
https://www.youtube.com/watch?v=uMY2rgoPHag
https://www.youtube.com/watch?v=rw9i_XBfL2o
https://www.youtube.com/watch?v=LbXfguRLu4k
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=kCfELJHNedc
https://www.youtube.com/watch?v=GVd8rXcuDEg
https://www.youtube.com/watch?v=OtM74u3Fbw0
https://www.youtube.com/watch?v=Ppod0sNKxSY
HTML5
https://www.youtube.com/watch?v=0MQjlJTVi88
https://www.youtube.com/watch?v=CLUPkcLQm64
https://www.youtube.com/watch?v=kJn-U4Cvuew
https://www.youtube.com/watch?v=SRbewm2AUew
https://www.youtube.com/watch?v=ib59Nb5cMT0
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=nNFF_sib0Jc
https://www.youtube.com/watch?v=kdVqn9OTYEE
https://www.youtube.com/watch?v=GaVUjCp3PEU&list=PL91gvBcdjUtY2mFPaXVcqR6ziCRcJwYTg
https://www.youtube.com/watch?v=ljLT8o5JTO8&list=PLmOn9nNkQxJFs5KfK5ihVgb8nNccfkgxn
CSS
https://www.youtube.com/watch?v=Ml78vnNTBLw
https://www.youtube.com/watch?v=GaVUjCp3PEU&list=PL91gvBcdjUtY2mFPaXVcqR6ziCRcJwYTg
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=CLUPkcLQm64
https://www.youtube.com/watch?v=h7wJ2YZarFc
https://www.youtube.com/watch?v=lI81W0A-GUc
Javascript
https://www.youtube.com/watch?v=1pYtVwIAvhY
https://www.youtube.com/watch?v=yZwlW5INhgk
https://www.youtube.com/watch?v=pg1-S1H6M54
https://www.youtube.com/watch?v=bib3ueAjRQg
https://www.youtube.com/watch?v=jnoQVHs2nt0&list=PL91gvBcdjUtbNTq-wxaMDLmx6-REWwKGc
https://www.youtube.com/watch?v=jnoQVHs2nt0
https://www.youtube.com/watch?v=GQ8rV5q3Dtg
https://www.youtube.com/watch?v=cTokAQvJoKU
https://www.youtube.com/watch?v=nH2dLaBdBLE
https://www.youtube.com/watch?v=dJZH_L7Xgiw
https://www.youtube.com/watch?v=Vp_iIft0XNI
https://www.youtube.com/watch?v=Ml78vnNTBLw
JQuery
https://www.youtube.com/watch?v=GVWOIP-HX70
https://www.youtube.com/watch?v=AnmFcj_sEHQ
https://www.youtube.com/watch?v=ciq8XrP-dPc&list=PLwDQt7s1o9J60hCPQa4h4bTdkXCHoKhEv
https://www.youtube.com/watch?v=zC9uZBoWL60&list=PL2SrkGHjnWcz2e6YI_TD9X6UOXi6IXLNo
https://www.youtube.com/watch?v=xeIbgAdEcUA
https://www.youtube.com/watch?v=3ycso7P9rCw&list=PL4PF5uRyx54KUcyLSgrVU28mjRcuXzvih
https://www.youtube.com/watch?v=3ycso7P9rCw&list=PL4PF5uRyx54KUcyLSgrVU28mjRcuXzvih
XML
https://www.youtube.com/watch?v=efl97fWOvF0
https://www.youtube.com/watch?v=VT_4iodOSkk
https://www.youtube.com/watch?v=M2GOrdxYm9M
https://www.youtube.com/watch?v=zJkamnSW13w
https://www.youtube.com/watch?v=KeLiQXqVgMI
https://www.youtube.com/watch?v=7IrFFBiiuuQ
Ajax
https://www.youtube.com/watch?v=JjnbWNUBY48
https://www.youtube.com/watch?v=OkphAk_cWPM
https://www.youtube.com/watch?v=G8YPnUrnpqw&list=PLmOn9nNkQxJG7_kC4TBScR9vQNiB-bTWk
https://www.youtube.com/watch?v=DxdTWIYqIzU
https://www.youtube.com/watch?v=uDgA8yyCnHo
https://www.youtube.com/watch?v=OkphAk_cWPM&list=PLwiw5wFfil4psS6aqHLA3CCttwUF-jdZJ
https://www.youtube.com/watch?v=0kLAANP0ngM
JavaScript
https://www.youtube.com/watch?v=1pYtVwIAvhY
https://www.youtube.com/watch?v=yZwlW5INhgk
https://www.youtube.com/watch?v=pg1-S1H6M54
https://www.youtube.com/watch?v=bib3ueAjRQg
https://www.youtube.com/watch?v=jnoQVHs2nt0&list=PL91gvBcdjUtbNTq-wxaMDLmx6-REWwKGc
https://www.youtube.com/watch?v=fBuNrCv3Irs
https://www.youtube.com/watch?v=jnoQVHs2nt0
https://www.youtube.com/watch?v=d-GujwTdcvw&list=PLhW1K7xGelxefHXPDTfmXtJdyjhwGiXzK
AJAX
https://www.youtube.com/watch?v=JjnbWNUBY48
https://www.youtube.com/watch?v=OkphAk_cWPM
https://www.youtube.com/watch?v=G8YPnUrnpqw&list=PLmOn9nNkQxJG7_kC4TBScR9vQNiB-bTWk
https://www.youtube.com/watch?v=G8YPnUrnpqw&list=PLmOn9nNkQxJG7_kC4TBScR9vQNiB-bTWk
https://www.youtube.com/watch?v=uDgA8yyCnHo
https://www.youtube.com/watch?v=5Lk2ilOK9yo
https://www.youtube.com/watch?v=OkphAk_cWPM&list=PLwiw5wFfil4psS6aqHLA3CCttwUF-jdZJ
https://www.youtube.com/watch?v=OtIOxstrhzY
HTML
https://www.youtube.com/watch?v=0MQjlJTVi88
https://www.youtube.com/watch?v=CLUPkcLQm64
https://www.youtube.com/watch?v=GaVUjCp3PEU&list=PL91gvBcdjUtY2mFPaXVcqR6ziCRcJwYTg
https://www.youtube.com/watch?v=SRbewm2AUew
https://www.youtube.com/watch?v=9X1graZtuPs
https://www.youtube.com/watch?v=en_2yIxXhcw
XML
https://www.youtube.com/watch?v=efl97fWOvF0
https://www.youtube.com/watch?v=VT_4iodOSkk
https://www.youtube.com/watch?v=1JblVElt5K0
https://www.youtube.com/watch?v=M2GOrdxYm9M
https://www.youtube.com/watch?v=qjeqUmw7sOQ
https://www.youtube.com/watch?v=zJkamnSW13w
https://www.youtube.com/watch?v=KeLiQXqVgMI
https://www.youtube.com/watch?v=7IrFFBiiuuQ
JSON
https://www.youtube.com/watch?v=t7TSFImLa0U
https://www.youtube.com/watch?v=5cWJoUjjL94
https://www.youtube.com/watch?v=8-1Fu9gWpfY
https://www.youtube.com/watch?v=ldofF3Wqmmk&list=PLljKjXpjNpgdYbqlnVspfq4qgU_8HxlhQ
https://www.youtube.com/watch?v=Z6sAjSHZ7qs
https://www.youtube.com/watch?v=35UH5fII2fY
https://www.youtube.com/watch?v=93lOZTxJtrs
PMP
https://www.youtube.com/watch?v=MGMnQoWKnd8&list=PLlIaETmYpl3Q9cNPgLJUsCbzTVV29w65u
https://www.youtube.com/watch?v=_I0HnEfsZ8w
https://www.youtube.com/watch?v=jF59sy2KXFk
https://www.youtube.com/watch?v=E16pYx2lkbU
https://www.youtube.com/watch?v=EGSBw2T7XHM
https://www.youtube.com/watch?v=kDvYocX9VUI
https://www.youtube.com/watch?v=u_9xjKiW7QQ
https://www.youtube.com/watch?v=9pya5yt-wS0&list=PLCwVR5S6lXia53_tN1DhnvmHXV_9W5pV6
https://www.youtube.com/watch?v=fpUldktAqNw&list=PLHMJUTVVUBFdqxpjbLG7SJntDakgeYlS4
https://www.youtube.com/watch?v=cIIK8M7Had0
PINCE2
https://www.youtube.com/watch?v=bBxeXC8K8lM
https://www.youtube.com/watch?v=WTdZ9adYMEg
https://www.youtube.com/watch?v=uYH6hn_tbzc
https://www.youtube.com/watch?v=k7Lc7ofDdxI
https://www.youtube.com/watch?v=ei2_Rb9N3x8
https://www.youtube.com/watch?v=e4glDNAqbE8
https://www.youtube.com/watch?v=e4glDNAqbE8
https://www.youtube.com/watch?v=R_dlHlzFDnM
https://www.youtube.com/watch?v=_I0HnEfsZ8w
Agile Certification
https://www.youtube.com/watch?v=HDmO7Ev7Mlc
https://www.youtube.com/watch?v=KNBHQ0pyaG8
https://www.youtube.com/watch?v=Z9QbYZh1YXY
https://www.youtube.com/watch?v=WjwEh15M5Rw
R
https://www.youtube.com/watch?v=FoTtG9F45EM&list=PL4rmHZJPOZ8Ti6KZRrAi7eom6dF-RbSYY
https://www.youtube.com/watch?v=49IvY6fxPFI
https://www.youtube.com/watch?v=3k0FPGNhTOY
https://www.youtube.com/watch?v=tN-mWhDnpR8
https://www.youtube.com/watch?v=_V8eKsto3Ug
https://www.youtube.com/watch?v=rPj5FsTRboE
https://www.youtube.com/watch?v=yOz6BmQtKSU
https://www.youtube.com/watch?v=kVzq08WjMWk
https://www.youtube.com/watch?v=m3S1h8VJ5og
SQL
https://www.youtube.com/watch?v=OtM74u3Fbw0
https://www.youtube.com/watch?v=gvRXjsrpCHw
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=0o0FdKp-CZ4
https://www.youtube.com/watch?v=kcUgrrnWsRg
https://www.youtube.com/watch?v=VK5Z8K35bCU&list=PLRT_mXSri0wr4FrakyBMj9I8fHNa_hkR9
https://www.youtube.com/watch?v=rw9i_XBfL2o
https://www.youtube.com/watch?v=HXV3zeQKqGY
https://www.youtube.com/watch?v=lALyguxIl5c&list=PLV5qT67glKSGR2UduiLUwhWQw4sW0zs0E
https://www.youtube.com/watch?v=Ppod0sNKxSY
https://www.youtube.com/watch?v=4LMxd8sU2yU
https://www.youtube.com/watch?v=_CzU3SCB7xU&list=PLst_JE7uVIPUCjAFcDr0dVVEvGkVJ4gd2
https://www.youtube.com/watch?v=D0me8H8SlBA
https://www.youtube.com/watch?v=N7t9t1e1YIc
https://www.youtube.com/watch?v=xYMhPZ_L3fI
https://www.youtube.com/watch?v=ilXPPtubb7A
https://www.youtube.com/watch?v=nvetGjSXeu8
https://www.youtube.com/watch?v=v9V3GFspYVc
other data and code manipulation
methodologies
https://www.youtube.com/watch?v=ePkkYnwEYRI
https://www.youtube.com/watch?v=O28-xL5YGkE
https://www.youtube.com/watch?v=oBt53YbR9Kk
https://www.youtube.com/watch?v=DUg2SWWK18I
HADOOP platform
https://www.youtube.com/watch?v=zY7tKNmEJCk
https://www.youtube.com/watch?v=I4esbC7ipbk
https://www.youtube.com/watch?v=aReuLtY0YMI
https://www.youtube.com/watch?v=MqXSC_wYGMI
https://www.youtube.com/watch?v=bkx9SkhYwVY
https://www.youtube.com/watch?v=fwG-nkaAokM
https://www.youtube.com/watch?v=aq1-l4M628s
https://www.youtube.com/watch?v=f7RZfBs0-Zw
https://www.youtube.com/watch?v=fZXmWTJdP0s
logistic regression
https://www.youtube.com/watch?v=vtMrtzYrPDI
https://www.youtube.com/watch?v=KDGdIrLvALk
https://www.youtube.com/watch?v=yIYKR4sgzI8
https://www.youtube.com/watch?v=qFN5HoKR1N8
https://www.youtube.com/watch?v=mxoaSj8dzCU
https://www.youtube.com/watch?v=A3saC9j_9Ww
https://www.youtube.com/watch?v=HiSjeUAOKt4
decision tree
https://www.youtube.com/watch?v=Lms4cB57Nq0
https://www.youtube.com/watch?v=7VeUPuFGJHk
https://www.youtube.com/watch?v=TToNoDKel9g
https://www.youtube.com/watch?v=PHxYNGo8NcI
https://www.youtube.com/watch?v=8W44gQYIKJY
https://www.youtube.com/watch?v=I3n0HWK8nSY
https://www.youtube.com/watch?v=a5yWr1hr6QY
https://www.youtube.com/watch?v=dAqPpAXnMJ4
Scala
https://www.youtube.com/watch?v=QU5EH9q7yG8
https://www.youtube.com/watch?v=gjc_4tzhl8I&list=PLmOn9nNkQxJEqCNXBu5ozT_26xwvUbHyE
https://www.youtube.com/watch?v=gjc_4tzhl8I
https://www.youtube.com/watch?v=DzFt0YkZo8M
https://www.youtube.com/watch?v=QpeK1SAV8XA
https://www.youtube.com/watch?v=fDNj42vcOns
https://www.youtube.com/watch?v=i9o70PMqMGY
https://www.youtube.com/watch?v=UCsWl2QCtws
C++
https://www.youtube.com/watch?v=mcZYfJCSd3Y&list=PLoC_iIW-4T2Ehjd4b4T5f-dnG5nq3iyBC
https://www.youtube.com/watch?v=bH7dRlbEDJY
https://www.youtube.com/watch?v=yWPGumB64tM&list=PLY_qIufNHc293YnIjVeEwNDuqGo8y2Emx
https://www.youtube.com/watch?v=XTq8AnpT4xM&list=PLnKth7bLoeC7qVyi1dVn8EEV8k99cCTHl
https://www.youtube.com/watch?v=FK-Y_Xcu8Wg
https://www.youtube.com/watch?v=qg5gIHa5uzc
https://www.youtube.com/watch?v=eywgQj_ygQ0
https://www.youtube.com/watch?v=E3XWkBdcp3c
https://www.youtube.com/watch?v=T6QsQNoELYw
https://www.youtube.com/watch?v=XTq8AnpT4xM
BI dashboard
https://www.youtube.com/watch?v=u2aoT0SHLoc
https://www.youtube.com/watch?v=9RcQUhlIb_Y
https://www.youtube.com/watch?v=JR271dtmJM8
https://www.youtube.com/watch?v=-Fqlh9MKgBU
https://www.youtube.com/watch?v=-Fqlh9MKgBU
https://www.youtube.com/watch?v=yNxmMhHOWE8
https://www.youtube.com/watch?v=AwPRhFx2GC8
machine learning model
https://www.youtube.com/watch?v=7eh4d6sabA0
https://www.youtube.com/watch?v=DLMN5Hkays4
https://www.youtube.com/watch?v=UGdG4WpluJ8
neural networks
https://www.youtube.com/watch?v=aircAruvnKk
https://www.youtube.com/watch?v=OP5HcXJg2Aw
https://www.youtube.com/watch?v=tjcgL5RIdTM
https://www.youtube.com/watch?v=bfmFfD2RIcg
randomForest
https://www.youtube.com/watch?v=YyZ4NVGWD5k
https://www.youtube.com/watch?v=2PCgu7Bm3tY
https://www.youtube.com/watch?v=0VjPG1rmxoc
SVM
https://www.youtube.com/watch?v=9sVFd1QGOjM
https://www.youtube.com/watch?v=dAhtAUdMuXw
https://www.youtube.com/watch?v=dAhtAUdMuXw
https://www.youtube.com/watch?v=efR1C6CvhmE
https://www.youtube.com/watch?v=efR1C6CvhmE
https://www.youtube.com/watch?v=QSEPStBgwRQ
https://www.youtube.com/watch?v=ZF2QR7nSUhg
https://www.youtube.com/watch?v=4iGD-X1jkCM
https://www.youtube.com/watch?v=NY9eKXtjIfo
https://www.youtube.com/watch?v=wdeYo3fsT5U
https://www.youtube.com/watch?v=7Xhe5n97SvY
K-nearest neighbors
https://www.youtube.com/watch?v=RWvM-9V3UzY
https://www.youtube.com/watch?v=1i0zu9jHN6U
https://www.youtube.com/watch?v=SaxJrekR2M8
https://www.youtube.com/watch?v=UqYde-LULfs
https://www.youtube.com/watch?v=HVXime0nQeI
tree based algorithms
https://www.youtube.com/watch?v=7VeUPuFGJHk
https://www.youtube.com/watch?v=g9c66TUylZ4
https://www.youtube.com/watch?v=ZVR2Way4nwQ
https://www.youtube.com/watch?v=_L39rN6gz7Y
Scikit-learn
https://www.youtube.com/watch?v=3m8Bb01uNNE
https://www.youtube.com/watch?v=YY7-VKXybjc&list=PLXO45tsB95cI7ZleLM5i3XXhhe9YmVrRO
https://www.youtube.com/watch?v=7wWMP2elSvE
https://www.youtube.com/watch?v=cFbc79dbFpY
https://www.youtube.com/watch?v=cFbc79dbFpY
https://www.youtube.com/watch?v=7FBak9EShbQ
Keras
https://www.youtube.com/watch?v=voUdAAwk52c
https://www.youtube.com/watch?v=lAaCeiqE6CE&list=PLXO45tsB95cKhCSIgTgIfjtG5y0Bf_TIY
https://www.youtube.com/watch?v=AoK4zpsQN7M
https://www.youtube.com/watch?v=I7k0omM-FYM
https://www.youtube.com/watch?v=JR8bo75U3fc
TensorFlow
https://www.youtube.com/watch?v=iL0B-rLvbuA
https://www.youtube.com/watch?v=3fB6OyPW5LU&list=PLh7DRwYmUgh7swOvZUZ52LMeGDmjFH0nv
https://www.youtube.com/watch?v=qLjw_EtqmCs
https://www.youtube.com/watch?v=IBYHFqJ1E7s
https://www.youtube.com/watch?v=OXNC_sefxi4
https://www.youtube.com/watch?v=lxQGio9UC4o
https://www.youtube.com/watch?v=I7k0omM-FYM
https://www.youtube.com/watch?v=LRN6XpEwKXg&list=PLliocbKHJNwtWpNNdu65t2ERNbYRsDly0
Azure
https://www.youtube.com/watch?v=Ut8wGl2bnps
https://www.youtube.com/watch?v=Xa-5o_umtPI&list=PL5S9BJ3mvUsLOHCcKJXLe-rX58qrnb546
https://www.youtube.com/watch?v=k1qVkbmgJDs
https://www.youtube.com/watch?v=ffZeXkAUZNQ
https://www.youtube.com/watch?v=67DWhGUiKGk
https://www.youtube.com/watch?v=y0QkpYg_GpQ
https://www.youtube.com/watch?v=y0QkpYg_GpQ
https://www.youtube.com/watch?v=6yjAniutgxo
https://www.youtube.com/watch?v=63l0TIw-6tQ
AWS
https://www.youtube.com/watch?v=roIzxMx-XHc
https://www.youtube.com/watch?v=fdnd7hm78c8
https://www.youtube.com/watch?v=Wzs1Hf_v5sQ
https://www.youtube.com/watch?v=M0haiLTvTp4
https://www.youtube.com/watch?v=ONXx_WvAGqU
https://www.youtube.com/watch?v=0YG3vo78gSM
https://www.youtube.com/watch?v=G0hvLDTmXig
https://www.youtube.com/watch?v=kOHiDHb38MU
GCP
https://www.youtube.com/watch?v=GbkLjcs2lrI
https://www.youtube.com/watch?v=p5o2kGuUwV4
https://www.youtube.com/watch?v=fdnd7hm78c8
https://www.youtube.com/watch?v=-JL4fT_-ol0
https://www.youtube.com/watch?v=z3bU_MYPlOs
https://www.youtube.com/watch?v=f90rxk7YlUU
https://www.youtube.com/watch?v=YEFOw5RPVRc
https://www.youtube.com/watch?v=m1zeN29hyhM
https://www.youtube.com/watch?v=oAqH3NzXP7I
Theano
https://www.youtube.com/watch?v=je2oHCX5m74
https://www.youtube.com/watch?v=sPu4KpzLaDQ
https://www.youtube.com/watch?v=84yGQZE43OU
https://www.youtube.com/watch?v=2exmT0L-QV0
https://www.youtube.com/watch?v=84yGQZE43OU&list=PLavLf5C-0QHL2G5nA8oVeRoILczD6Wun0
https://www.youtube.com/watch?v=lAaCeiqE6CE&list=PLXO45tsB95cKpDID642AjNkygrSR5X15T
https://www.youtube.com/watch?v=Xm2InCJqFY4
Caffe
https://www.youtube.com/watch?v=IF2PAH8s6KU
https://www.youtube.com/watch?v=pGv9uGfTXCY
MatLab
https://www.youtube.com/watch?v=KHFZLkm9qs0&list=PLVHBjRDK0kALcQMwAFbR5q2driYZCHNIx
https://www.youtube.com/watch?v=4ocHER25osU
https://www.youtube.com/watch?v=v-27RoLX-PE
https://www.youtube.com/watch?v=KHFZLkm9qs0&list=PLMnQDZ-G-jcOTmr_b-tDMxfneZVpm3wtQ
https://www.youtube.com/watch?v=KHFZLkm9qs0
https://www.youtube.com/watch?v=2a6eZT9TD2M
https://www.youtube.com/watch?v=xaN7lR_fD1I
https://www.youtube.com/watch?v=NvAogOpAEM4
Experience on projects applying network
science
https://www.youtube.com/watch?v=1T5-BG6yngM&list=PLriUvS7IljvkGesFRuYjqRz4lKgodJgh2
https://www.youtube.com/watch?v=1T5-BG6yngM
https://www.youtube.com/watch?v=oYCpdnuGPQI
https://www.youtube.com/watch?v=6dAGgqROuM8
https://www.youtube.com/watch?v=qB8YnTpCzEU
https://www.youtube.com/watch?v=MXU6GLfstPM
graph analytics
https://www.youtube.com/watch?v=eybCCtNKwzA
https://www.youtube.com/watch?v=9NUjHBNWe9M
https://www.youtube.com/watch?v=3PwVWX28dEE
https://www.youtube.com/watch?v=mA1cnt9OteQ
Hortonworks
https://www.youtube.com/watch?v=zY7tKNmEJCk
https://www.youtube.com/watch?v=Q0eLdnMtn2Y
https://www.youtube.com/watch?v=lyLhvnhdfGo
https://www.youtube.com/watch?v=lyLhvnhdfGo
https://www.youtube.com/watch?v=k8aUnSj8SMo
https://www.youtube.com/watch?v=aReuLtY0YMI
https://www.youtube.com/watch?v=adFOmDZgN7k
Cloudera
https://www.youtube.com/watch?v=HloGuAzP_H8
https://www.youtube.com/watch?v=fZXmWTJdP0s
https://www.youtube.com/watch?v=c1EFiepEbpY
Alibaba Cloud
https://www.youtube.com/watch?v=QXuFaxUdRIU
https://www.youtube.com/watch?v=o6_Pp8ObqaM
https://www.youtube.com/watch?v=EYjx00PaSH4
https://www.youtube.com/watch?v=ZoiAlQKsUeY
SAS
https://www.youtube.com/watch?v=S526dYyOFAg
https://www.youtube.com/watch?v=XpjJKoBnOq4
https://www.youtube.com/watch?v=flwpCIowEdY&list=PLCVzboxDzyQZmnfH3FhjXTWrTH2P2-ekP
https://www.youtube.com/watch?v=S526dYyOFAg
https://www.youtube.com/watch?v=AMCOL1NWTCg
https://www.youtube.com/watch?v=SboSDEcbEY8
https://www.youtube.com/watch?v=vybULgjn9wY
https://www.youtube.com/watch?v=vybULgjn9wY
https://www.youtube.com/watch?v=deOZl8KTms8
PowerBI
https://www.youtube.com/watch?v=9RcQUhlIb_Y
https://www.youtube.com/watch?v=u2aoT0SHLoc
https://www.youtube.com/watch?v=opIUdk2cRK0
https://www.youtube.com/watch?v=MlP7ZgJjKjo
https://www.youtube.com/watch?v=YWsswMi7Nh4
https://www.youtube.com/watch?v=-Fqlh9MKgBU
https://www.youtube.com/watch?v=QpOmzJAjeSE
audit automation
https://www.youtube.com/watch?v=j5LhKAFVD4w
https://www.youtube.com/watch?v=j5LhKAFVD4w
https://www.youtube.com/watch?v=A9D0Wa84ois
https://www.youtube.com/watch?v=A9D0Wa84ois
https://www.youtube.com/watch?v=oreDg8BqZbo
https://www.youtube.com/watch?v=sCEOfMJkmG4
https://www.youtube.com/watch?v=Jr-_a13RtPY
SAP HANA
https://www.youtube.com/watch?v=W4oAHGkBggM
https://www.youtube.com/watch?v=M3xF6Fe5ERQ
https://www.youtube.com/watch?v=QC8rStlU7lY
https://www.youtube.com/watch?v=jymO-J01dAE
https://www.youtube.com/watch?v=fQVdCyWFvBM&list=PLw_gYD2uQMbaKFxWaMSENhnL7_G5-qC4p
https://www.youtube.com/watch?v=8VXurKENGRE
Tableau
https://www.youtube.com/watch?v=xn6Txs7b6iM
https://www.youtube.com/watch?v=st1JNSMHsys
https://www.youtube.com/watch?v=D9sbUbv7N_Q
https://www.youtube.com/watch?v=AwPRhFx2GC8
https://www.youtube.com/watch?v=Ju-XEDpKdMQ
https://www.youtube.com/watch?v=1q8rlXS4gEc&list=PLAKvINjDAWNImaqKWJIErQtaNi19q84yF
https://www.youtube.com/watch?v=AsFsESqg1Tg
https://www.youtube.com/watch?v=YhkQogw02bo
https://www.youtube.com/watch?v=oS5cM3v9ILc
Markov Chain analysis
https://www.youtube.com/watch?v=i3AkTO9HLXo
https://www.youtube.com/watch?v=uvYTGEZQTEs
https://www.youtube.com/watch?v=ordzOVG8NOQ
https://www.youtube.com/watch?v=Uz3JIp6EvIg
https://www.youtube.com/watch?v=1GKtfgwf3ig
cloud analytic platform
https://www.youtube.com/watch?v=GbkLjcs2lrI
https://www.youtube.com/watch?v=YEFOw5RPVRc
https://www.youtube.com/watch?v=vACTtmLWiQY
https://www.youtube.com/watch?v=mccsmoh2_3c
https://www.youtube.com/watch?v=uhVpLwjEOKU
https://www.youtube.com/watch?v=3PMlkxRLZnc
https://www.youtube.com/watch?v=dx5kyKZ7Q0I
https://www.youtube.com/watch?v=SdLuhs_x_oU
https://www.youtube.com/watch?v=GUP0YFXajkk
other BI
https://www.youtube.com/watch?v=u2aoT0SHLoc
https://www.youtube.com/watch?v=9RcQUhlIb_Y
https://www.youtube.com/watch?v=RDkGcX0nCxI
https://www.youtube.com/watch?v=fEP5yqaRDEc
https://www.youtube.com/watch?v=fEP5yqaRDEc
Alteryx
https://www.youtube.com/watch?v=oc2mPNxWJbA
https://www.youtube.com/watch?v=YISWJ-G7Zt4
https://www.youtube.com/watch?v=FptWsowYkIM
https://www.youtube.com/watch?v=YhkQogw02bo
https://www.youtube.com/watch?v=6DZ7YVeCeqg
Matplotlib
https://www.youtube.com/watch?v=BsbvbqCAgu4
https://www.youtube.com/watch?v=dLrndCJzbzA&list=PLXO45tsB95cKiBRXYqNNCw8AUo6tYen3l
https://www.youtube.com/watch?v=Q-mw7dn5G2c
https://www.youtube.com/watch?v=nJUMpIo5rmg
https://www.youtube.com/watch?v=P9ufukdL720
https://www.youtube.com/watch?v=VhhOkUBMgz8
machine learning algorithms
https://www.youtube.com/watch?v=DLMN5Hkays4
https://www.youtube.com/watch?v=XXHIK4iJYek
https://www.youtube.com/watch?v=UGdG4WpluJ8
https://www.youtube.com/watch?v=yN7ypxC7838
naive bayes
https://www.youtube.com/watch?v=O2L2Uv9pdDA
https://www.youtube.com/watch?v=QZBSiGnk3Nk
https://www.youtube.com/watch?v=FsvNJUIMSh8
https://www.youtube.com/watch?v=AqonCeZUcC4
https://www.youtube.com/watch?v=l3dZ6ZNFjo0
https://www.youtube.com/watch?v=EktOKs9FU1w
https://www.youtube.com/watch?v=JKn0OoHSoRo
SVMs
https://www.youtube.com/watch?v=9sVFd1QGOjM
https://www.youtube.com/watch?v=efR1C6CvhmE
https://www.youtube.com/watch?v=dAhtAUdMuXw
https://www.youtube.com/watch?v=ZF2QR7nSUhg
https://www.youtube.com/watch?v=QSEPStBgwRQ
KNN
https://www.youtube.com/watch?v=RWvM-9V3UzY
https://www.youtube.com/watch?v=SaxJrekR2M8
https://www.youtube.com/watch?v=phnTcy29Za8
https://www.youtube.com/watch?v=PCOBb0r7qBA
https://www.youtube.com/watch?v=UqYde-LULfs
https://www.youtube.com/watch?v=04MR_rSek4c
K-means clustering
https://www.youtube.com/watch?v=4b5d3muPQmA
https://www.youtube.com/watch?v=LFGLcgeew5A
https://www.youtube.com/watch?v=EItlUEPCIzM
https://www.youtube.com/watch?v=PLuwfqahe3o
https://www.youtube.com/watch?v=_S5tvagaQRU
Qlik
https://www.youtube.com/watch?v=Rk1ZrQGlB3E
https://www.youtube.com/watch?v=zs24DVVIALU
https://www.youtube.com/watch?v=HNpsvEJvpzo
https://www.youtube.com/watch?v=HNpsvEJvpzo
https://www.youtube.com/watch?v=jwZ1K6invPI&list=PLJ2P2vs7RZm2UboaY4Dryl25QszoPw37x
Warehousing/Big Data Tools - Hadoop and
MapReduce,
https://www.youtube.com/watch?v=aReuLtY0YMI
https://www.youtube.com/watch?v=Pyo4RWtxsQM
https://www.youtube.com/watch?v=XpUO3Oo4nls
https://www.youtube.com/watch?v=w7-PWAvLaXM
https://www.youtube.com/watch?v=EzEeetmcjIE
https://www.youtube.com/watch?v=iUXzJyYQbsA
Apache Spark and Spark SQL,
https://www.youtube.com/watch?v=yRa_tco2c1o&list=PLmOn9nNkQxJF-qlCCDx9WsdAe6x5hhH77
https://www.youtube.com/watch?v=agqn_-KN4hU
https://www.youtube.com/watch?v=adFOmDZgN7k
https://www.youtube.com/watch?v=1aCpLUFTja0
https://www.youtube.com/watch?v=Kz-oYfYEsC0
HIVE
https://www.youtube.com/watch?v=9otkcuic-2o&list=PLmOn9nNkQxJG0C6EkRKOILsQdLHrl8b9K
https://www.youtube.com/watch?v=nyhwOmfXfzc
https://www.youtube.com/watch?v=0Yk-55x_ckc
https://www.youtube.com/watch?v=aFDHUogQ3RQ
https://www.youtube.com/watch?v=cMziv1iYt28
https://www.youtube.com/watch?v=L69SNbsCzdA
RDBMS (PostgreSQL and MySQL) and NoSQL
(HBase)
https://www.youtube.com/watch?v=ruz-vK8IesE
https://www.youtube.com/watch?v=loZ5L_NmCG8
https://www.youtube.com/watch?v=EOTY-p5h74E
https://www.youtube.com/watch?v=t0GlGbtMTio
https://www.youtube.com/watch?v=W2XpT1dnfBE
https://www.youtube.com/watch?v=0buKQHokLK8
https://www.youtube.com/watch?v=ZS_kXvOeQ5Y
Kafka,
https://www.youtube.com/watch?v=HLSQDk2asjY&list=PLmOn9nNkQxJEDjzl0iBYZ3WuXUuUStxZl
https://www.youtube.com/watch?v=zp9eh1xC-As
https://www.youtube.com/watch?v=HLSQDk2asjY
https://www.youtube.com/watch?v=G789yll7f3c
https://www.youtube.com/watch?v=yTjTzaH74h4&list=PLD3Xyx6ef38ycImqiEi8kl37F6lAWTHOQ
https://www.youtube.com/watch?v=aj9CDZm0Glc
RabbitMQ and Google Pub/Sub
https://www.youtube.com/watch?v=hfUIWe1tK8E
https://www.youtube.com/watch?v=vMFcayVfFvM
https://www.youtube.com/watch?v=7rkeORD4jSw
https://www.youtube.com/watch?v=cvu53CnZmGI
https://www.youtube.com/watch?v=w84uFSwulBI
https://www.youtube.com/watch?v=cIjwLmeLECY
Agile/Lean projects SCRUM
https://www.youtube.com/watch?v=9TycLR0TqFA
https://www.youtube.com/watch?v=aUd3xTdtXqI
https://www.youtube.com/watch?v=VFQtSqChlsk
https://www.youtube.com/watch?v=p_plaf8xb6A
https://www.youtube.com/watch?v=tMJutGjieJQ
https://www.youtube.com/watch?v=eUDccKPex30&list=PL1_SrsFx_Zr7NCsj_9AMDCwQCQXE2vRnv